Find your fit
Compare one thing at a time
Four tools, four different answers to the same question.
| Compare by | enola. | CodeGraph | Graphify | codebase-memory-mcp |
|---|---|---|---|---|
| Best for | One graph across repositories and languages, plus a before/after verdict. | Returning relevant source to an agent from a live index. | Connecting code, PDFs, images and video transcripts. | Querying source, Kubernetes and infrastructure-as-code with Cypher. |
| How the graph is kept | Snapshot built on demand from a pinned baseline. | Continuously synced SQLite index. | Local graph combining code with other media. | In-memory SQLite with source and infrastructure. |
| What stands out | Calls linked to handlers; check exits 1 to gate CI. | Matching source returned in the agent payload. | Community detection over a mixed knowledge base. | Cypher queries and broad parse coverage. |
| Choose it for | Gating builds when structure regresses after a change. | Retrieval from an index that updates as files change. | Knowledge in documents and code, or NetworkX graph algorithms. | Cypher queries, infrastructure indexing, or a language the others do not parse. |
What does Enola add to a pull request?
Your current checks show changed lines, test results and local rule violations. Enola adds a check for changes to the structure of the system.
- Git diff
- Shows which lines changed.
- Tests
- Check the behavior your tests cover.
- Linter
- Checks local rules, file by file.
- Code review
- Catches what a reviewer notices.
Enola check
Shows what the change did to system structure. A new dependency cycle can cross files without breaking a test.
↳ CI can use the check’s exit code.
Language support
“Supported” can mean six different things.
Check the level of support for the languages in your repository, not only the advertised count.
- 1
Don’t open it
No symbols, edges or findings.
- 2
Parse it
Build a syntax tree.
- 3
Extract definitions
Find code symbols.
- 4
Calls and imports
Find literal calls and imports.
- 5
Cross-file links
Link calls across files.
- 6
Resolve types
Resolve with type information.
What the advertised language figures actually cover
| Tool | Advertised | Depth of that figure | Measured per language? |
|---|---|---|---|
| codebase-memory-mcp | 158 languages | Rungs 2–4 for all 158; rung 6 for 10 | No |
| CodeGraph | Full extraction + cross-file resolution | Rung 5, claimed uniformly | Yes, 22 languages |
| Graphify | ~40 languages | Rung 4; rung 5 generically by name | No |
| Enola | 23 languages and formats | Rung 5 | Yes, 26 tags / 91 repos |